Run
518381

Run 518381

Task 9889 (Supervised Classification) wilt Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3414.7533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0207
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6364
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.289
UserCPU time millis testing
0.019
UserCPU time millis training
0.27